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In this article, we will learn about basic arithmetic operators supported by the Tensorflow. We will also perform these operations on the tensors and create a computational graph which can be viewed with the help of the Tensorboard.
To get started, let's create two tensors of type constants. # Create two nodes
node1 = tf.constant(35) # dtype is int32
node2 = tf.constant(76) # dtype is int32
You can add these two tensors using tf.add # Add node1 and node2
node_add = tf.add(node1, node2) # dtype is int32
Ok now, lets learn how to subtract the two nodes. For this, I'm going to take our previous added result node_add as the first node and node3 as the second node. # Create node3
node3 = tf.constant(11) # dtype is int32
# Subtract node_add and node3
node_subtract = tf.subtract(node_add, node3) # dtype is int32
Similarly, we use node_subtract, node4 for multiplication and node_multiply, node5 for division once we created the node4, node5. # Create node4
node4 = tf.constant(10) #…